课程

高级 AI 辅助开发

高级技能水平

更新时间 2026年5月

学习将 AI 用作资深工程伙伴，用于代码分析、性能优化、安全和软件架构决策。

免费开始课程

TheoryArtificial Intelligence

1 小时 30 分钟

10 视频

32 道练习

2,000 XP

成就证明

深受数千家公司学习者的喜爱

需要团队培训？

企业版试用

课程描述

AI 编码助手远不止能写代码。在本课程中，您将学习如何将其用于完整的软件工程工作流程。从生产代码分析与性能优化开始，进而进行 AI 辅助测试、安全漏洞检测与依赖管理。随后，您还会将 AI 应用于更高层面的挑战：设计配置驱动的架构、优化数据库模式与查询，以及构建高效的人机协作流程。课程重点介绍与工具无关的通用原理与提示策略，适用于任意 AI 助手，因此无论您使用哪种工具，都能迁移所学技能。

先决条件

AI-Assisted Coding for Developers

1

Analyzing and Optimizing Code

Explore AI-assisted techniques for understanding production code, identifying bottlenecks, and optimizing data structures for better performance.

Analyzing production code with AI

Structuring your AI prompt

Building effective prompts for code analysis

Profiling time performance with AI

The AI-assisted optimization cycle

Interpreting profiler output

Validating AI-suggested changes

Optimizing memory usage with AI

From symptoms to solutions

Exploring memory allocations

Evaluating AI optimization suggestions

2

Testing, Security, and Dependencies

Learn to use AI for building test suites, conducting security reviews, and managing dependencies in production codebases.

AI-assisted testing

Working with AI to build a test suite

Analyzing coverage with AI

Security-first development with AI

Crafting secure prompts

Matching security concerns to AI prompts

Analyzing security findings with AI

AI-assisted dependency management

Matching dependency issues to AI approaches

Prioritizing dependency upgrades with AI

3

Architecture, Databases, and Collaboration

Apply AI to configuration-driven design, database schema mapping and query optimization, and collaborative development workflows.

Configuration-driven development with AI

Delegating config migration tasks

Reviewing AI's config architecture proposal

Catching config drift with AI

Database design and optimization with AI

Effective prompting for query optimization

Detecting duplicates in sensor data

AI as a development collaborator

AI-assisted code review

When to challenge AI's suggestion

Congratulations and next steps

高级 AI 辅助开发

课程完成

获得成就证明

将此证书添加到您的 LinkedIn 档案、简历或履历中
在社交媒体和绩效评估中分享立即注册

加入超过19百万学习者，今天就开始高级 AI 辅助开发！

通过 DataCamp for Mobile 提升您的数据技能

随时随地通过我们的移动课程和每日 5 分钟编程挑战提升技能。